Overview
Brought to you by YData
Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 1203 |
| Missing cells | 1231 |
| Missing cells (%) | 6.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 272.5 KiB |
| Average record size in memory | 232.0 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 15 |
| Categorical | 1 |
Energy Consumer Price Inflation is highly overall correlated with Headline Consumer Price Inflation and 1 other fields | High correlation |
Food Consumer Price Inflation is highly overall correlated with GDP deflator Index growth rate and 2 other fields | High correlation |
Freedom to make life choices is highly overall correlated with GDP per Capita and 3 other fields | High correlation |
GDP deflator Index growth rate is highly overall correlated with Food Consumer Price Inflation and 3 other fields | High correlation |
GDP per Capita is highly overall correlated with Freedom to make life choices and 4 other fields | High correlation |
Generosity is highly overall correlated with Healthy life expectancy at birth and 1 other fields | High correlation |
Headline Consumer Price Inflation is highly overall correlated with Energy Consumer Price Inflation and 4 other fields | High correlation |
Healthy life expectancy at birth is highly overall correlated with Freedom to make life choices and 4 other fields | High correlation |
Official Core Consumer Price Inflation is highly overall correlated with Food Consumer Price Inflation and 2 other fields | High correlation |
Perceptions of corruption is highly overall correlated with Freedom to make life choices and 2 other fields | High correlation |
Producer Price Inflation is highly overall correlated with Energy Consumer Price Inflation and 2 other fields | High correlation |
Rank is highly overall correlated with GDP per Capita and 2 other fields | High correlation |
Score is highly overall correlated with GDP per Capita and 2 other fields | High correlation |
Social support is highly overall correlated with Rank and 1 other fields | High correlation |
Year is highly overall correlated with Freedom to make life choices and 4 other fields | High correlation |
Energy Consumer Price Inflation has 129 (10.7%) missing values | Missing |
Food Consumer Price Inflation has 89 (7.4%) missing values | Missing |
GDP deflator Index growth rate has 16 (1.3%) missing values | Missing |
Headline Consumer Price Inflation has 23 (1.9%) missing values | Missing |
Official Core Consumer Price Inflation has 483 (40.1%) missing values | Missing |
Producer Price Inflation has 446 (37.1%) missing values | Missing |
Continent has 44 (3.7%) missing values | Missing |
Reproduction
| Analysis started | 2025-03-22 20:03:38.351615 |
|---|---|
| Analysis finished | 2025-03-22 20:04:05.485908 |
| Duration | 27.13 seconds |
| Software version | ydata-profiling vv4.14.0 |
| Download configuration | config.json |
Variables
Country
Text
| Distinct | 148 |
|---|---|
| Distinct (%) | 12.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 67.1 KiB |
Length
| Max length | 24 |
|---|---|
| Median length | 20 |
| Mean length | 8.0041563 |
| Min length | 4 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | Afghanistan |
|---|---|
| 2nd row | Afghanistan |
| 3rd row | Afghanistan |
| 4th row | Afghanistan |
| 5th row | Afghanistan |
| Value | Count | Frequency (%) |
| united | 27 | 1.9% |
| republic | 21 | 1.5% |
| south | 14 | 1.0% |
| china | 14 | 1.0% |
| and | 13 | 0.9% |
| israel | 9 | 0.6% |
| bosnia | 9 | 0.6% |
| brazil | 9 | 0.6% |
| bulgaria | 9 | 0.6% |
| faso | 9 | 0.6% |
| Other values (156) | 1254 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1580 | |
| i | 895 | 9.3% |
| n | 779 | 8.1% |
| e | 623 | 6.5% |
| r | 554 | 5.8% |
| o | 519 | 5.4% |
| l | 364 | 3.8% |
| t | 338 | 3.5% |
| u | 325 | 3.4% |
| d | 295 | 3.1% |
| Other values (40) | 3357 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9629 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1580 | |
| i | 895 | 9.3% |
| n | 779 | 8.1% |
| e | 623 | 6.5% |
| r | 554 | 5.8% |
| o | 519 | 5.4% |
| l | 364 | 3.8% |
| t | 338 | 3.5% |
| u | 325 | 3.4% |
| d | 295 | 3.1% |
| Other values (40) | 3357 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9629 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1580 | |
| i | 895 | 9.3% |
| n | 779 | 8.1% |
| e | 623 | 6.5% |
| r | 554 | 5.8% |
| o | 519 | 5.4% |
| l | 364 | 3.8% |
| t | 338 | 3.5% |
| u | 325 | 3.4% |
| d | 295 | 3.1% |
| Other values (40) | 3357 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9629 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1580 | |
| i | 895 | 9.3% |
| n | 779 | 8.1% |
| e | 623 | 6.5% |
| r | 554 | 5.8% |
| o | 519 | 5.4% |
| l | 364 | 3.8% |
| t | 338 | 3.5% |
| u | 325 | 3.4% |
| d | 295 | 3.1% |
| Other values (40) | 3357 |
Year
Real number (ℝ)
High correlation
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2018.8687 |
| Minimum | 2015 |
|---|---|
| Maximum | 2023 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 2015 |
|---|---|
| 5-th percentile | 2015 |
| Q1 | 2017 |
| median | 2019 |
| Q3 | 2021 |
| 95-th percentile | 2023 |
| Maximum | 2023 |
| Range | 8 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.5511813 |
|---|---|
| Coefficient of variation (CV) | 0.0012636688 |
| Kurtosis | -1.1902573 |
| Mean | 2018.8687 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.061088151 |
| Sum | 2428699 |
| Variance | 6.5085262 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 2015 | 140 | |
| 2017 | 140 | |
| 2016 | 139 | |
| 2018 | 138 | |
| 2019 | 138 | |
| 2020 | 137 | |
| 2021 | 135 | |
| 2023 | 122 | |
| 2022 | 114 |
| Value | Count | Frequency (%) |
| 2015 | 140 | |
| 2016 | 139 | |
| 2017 | 140 | |
| 2018 | 138 | |
| 2019 | 138 | |
| 2020 | 137 | |
| 2021 | 135 | |
| 2022 | 114 | |
| 2023 | 122 |
| Value | Count | Frequency (%) |
| 2023 | 122 | |
| 2022 | 114 | |
| 2021 | 135 | |
| 2020 | 137 | |
| 2019 | 138 | |
| 2018 | 138 | |
| 2017 | 140 | |
| 2016 | 139 | |
| 2015 | 140 |
Rank
Real number (ℝ)
High correlation
| Distinct | 158 |
|---|---|
| Distinct (%) | 13.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.975062 |
| Minimum | 1 |
|---|---|
| Maximum | 158 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 35 |
| median | 72 |
| Q3 | 113 |
| 95-th percentile | 145 |
| Maximum | 158 |
| Range | 157 |
| Interquartile range (IQR) | 78 |
Descriptive statistics
| Standard deviation | 44.77642 |
|---|---|
| Coefficient of variation (CV) | 0.60529074 |
| Kurtosis | -1.2113136 |
| Mean | 73.975062 |
| Median Absolute Deviation (MAD) | 39 |
| Skewness | 0.10407801 |
| Sum | 88992 |
| Variance | 2004.9278 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 45 | 9 | 0.7% |
| 52 | 9 | 0.7% |
| 1 | 9 | 0.7% |
| 10 | 9 | 0.7% |
| 9 | 9 | 0.7% |
| 11 | 9 | 0.7% |
| 12 | 9 | 0.7% |
| 13 | 9 | 0.7% |
| 34 | 9 | 0.7% |
| 134 | 9 | 0.7% |
| Other values (148) | 1113 |
| Value | Count | Frequency (%) |
| 1 | 9 | |
| 2 | 9 | |
| 3 | 9 | |
| 4 | 9 | |
| 5 | 9 | |
| 6 | 8 | |
| 7 | 9 | |
| 8 | 9 | |
| 9 | 9 | |
| 10 | 9 |
| Value | Count | Frequency (%) |
| 158 | 1 | 0.1% |
| 157 | 2 | 0.2% |
| 156 | 2 | 0.2% |
| 155 | 5 | |
| 154 | 5 | |
| 153 | 6 | |
| 152 | 4 | |
| 151 | 4 | |
| 150 | 5 | |
| 149 | 6 |
Score
Real number (ℝ)
High correlation
| Distinct | 1073 |
|---|---|
| Distinct (%) | 89.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.5031771 |
| Minimum | 1.859 |
|---|---|
| Maximum | 7.842 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 1.859 |
|---|---|
| 5-th percentile | 3.5973 |
| Q1 | 4.6243 |
| median | 5.546 |
| Q3 | 6.3461499 |
| 95-th percentile | 7.3426 |
| Maximum | 7.842 |
| Range | 5.983 |
| Interquartile range (IQR) | 1.7218499 |
Descriptive statistics
| Standard deviation | 1.1384024 |
|---|---|
| Coefficient of variation (CV) | 0.20686276 |
| Kurtosis | -0.62640792 |
| Mean | 5.5031771 |
| Median Absolute Deviation (MAD) | 0.85290003 |
| Skewness | -0.14974847 |
| Sum | 6620.322 |
| Variance | 1.29596 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6.125 | 4 | 0.3% |
| 6.455 | 3 | 0.2% |
| 5.199 | 3 | 0.2% |
| 5.89 | 3 | 0.2% |
| 5.129 | 3 | 0.2% |
| 5.192 | 3 | 0.2% |
| 2.905 | 3 | 0.2% |
| 5.155 | 3 | 0.2% |
| 4.35 | 3 | 0.2% |
| 6.123 | 3 | 0.2% |
| Other values (1063) | 1172 |
| Value | Count | Frequency (%) |
| 1.859 | 1 | |
| 2.392 | 1 | |
| 2.404 | 1 | |
| 2.523 | 1 | |
| 2.566900015 | 1 | |
| 2.693000078 | 1 | |
| 2.816600084 | 1 | |
| 2.839 | 1 | |
| 2.853 | 1 | |
| 2.904999971 | 1 |
| Value | Count | Frequency (%) |
| 7.842 | 1 | |
| 7.821 | 1 | |
| 7.808700085 | 1 | |
| 7.804 | 1 | |
| 7.769 | 1 | |
| 7.645599842 | 1 | |
| 7.636 | 1 | |
| 7.632 | 1 | |
| 7.62 | 1 | |
| 7.6 | 1 |
GDP per Capita
Real number (ℝ)
High correlation
| Distinct | 1155 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7972937 |
| Minimum | 0 |
|---|---|
| Maximum | 11.66 |
| Zeros | 5 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.2741 |
| Q1 | 0.8005 |
| median | 1.16492 |
| Q3 | 1.704 |
| 95-th percentile | 10.5545 |
| Maximum | 11.66 |
| Range | 11.66 |
| Interquartile range (IQR) | 0.9035 |
Descriptive statistics
| Standard deviation | 3.5479665 |
|---|---|
| Coefficient of variation (CV) | 1.2683568 |
| Kurtosis | 0.24547049 |
| Mean | 2.7972937 |
| Median Absolute Deviation (MAD) | 0.40038 |
| Skewness | 1.4339488 |
| Sum | 3365.1443 |
| Variance | 12.588066 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 5 | 0.4% |
| 0.96 | 3 | 0.2% |
| 0.332 | 3 | 0.2% |
| 1.34 | 3 | 0.2% |
| 1.324 | 3 | 0.2% |
| 1.043 | 2 | 0.2% |
| 10.776 | 2 | 0.2% |
| 0.985 | 2 | 0.2% |
| 1.362 | 2 | 0.2% |
| 1.452 | 2 | 0.2% |
| Other values (1145) | 1176 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 0.0153 | 1 | 0.1% |
| 0.01604 | 1 | 0.1% |
| 0.022643184 | 1 | 0.1% |
| 0.024 | 1 | 0.1% |
| 0.026 | 1 | 0.1% |
| 0.041072082 | 1 | 0.1% |
| 0.046 | 1 | 0.1% |
| 0.06831 | 1 | 0.1% |
| 0.0694 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 11.66 | 1 | |
| 11.647 | 1 | |
| 11.571 | 1 | |
| 11.527 | 1 | |
| 11.488 | 1 | |
| 11.342 | 1 | |
| 11.164 | 1 | |
| 11.145 | 1 | |
| 11.117 | 1 | |
| 11.088 | 1 |
Social support
Real number (ℝ)
High correlation
| Distinct | 1011 |
|---|---|
| Distinct (%) | 84.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.98319275 |
| Minimum | 0 |
|---|---|
| Maximum | 1.644 |
| Zeros | 6 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.51301195 |
| Q1 | 0.799505 |
| median | 0.934 |
| Q3 | 1.2145043 |
| 95-th percentile | 1.497846 |
| Maximum | 1.644 |
| Range | 1.644 |
| Interquartile range (IQR) | 0.41499929 |
Descriptive statistics
| Standard deviation | 0.30270529 |
|---|---|
| Coefficient of variation (CV) | 0.30787991 |
| Kurtosis | -0.033933682 |
| Mean | 0.98319275 |
| Median Absolute Deviation (MAD) | 0.196 |
| Skewness | -0.10073856 |
| Sum | 1182.7809 |
| Variance | 0.091630494 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 6 | 0.5% |
| 0.896 | 5 | 0.4% |
| 0.934 | 5 | 0.4% |
| 0.943 | 4 | 0.3% |
| 0.836 | 4 | 0.3% |
| 0.891 | 4 | 0.3% |
| 1.232 | 4 | 0.3% |
| 0.888 | 4 | 0.3% |
| 0.882 | 4 | 0.3% |
| 0.983 | 4 | 0.3% |
| Other values (1001) | 1159 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 0.064 | 1 | 0.1% |
| 0.10419 | 1 | 0.1% |
| 0.11037 | 1 | 0.1% |
| 0.13995 | 1 | 0.1% |
| 0.147 | 1 | 0.1% |
| 0.18519 | 1 | 0.1% |
| 0.19249 | 1 | 0.1% |
| 0.23442 | 1 | 0.1% |
| 0.24749 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1.644 | 1 | |
| 1.624 | 1 | |
| 1.610574007 | 1 | |
| 1.601 | 1 | |
| 1.592 | 1 | |
| 1.59 | 1 | |
| 1.587 | 1 | |
| 1.584 | 1 | |
| 1.583 | 1 | |
| 1.582 | 2 |
Healthy life expectancy at birth
Real number (ℝ)
High correlation
| Distinct | 1066 |
|---|---|
| Distinct (%) | 88.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.676503 |
| Minimum | 0 |
|---|---|
| Maximum | 76.953 |
| Zeros | 5 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.21602309 |
| Q1 | 0.582975 |
| median | 0.79256552 |
| Q3 | 59.512076 |
| 95-th percentile | 71.990083 |
| Maximum | 76.953 |
| Range | 76.953 |
| Interquartile range (IQR) | 58.929101 |
Descriptive statistics
| Standard deviation | 30.42178 |
|---|---|
| Coefficient of variation (CV) | 1.403445 |
| Kurtosis | -1.334626 |
| Mean | 21.676503 |
| Median Absolute Deviation (MAD) | 0.32556552 |
| Skewness | 0.7810523 |
| Sum | 26076.833 |
| Variance | 925.48467 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.999 | 5 | 0.4% |
| 0.815 | 5 | 0.4% |
| 0.808 | 5 | 0.4% |
| 0 | 5 | 0.4% |
| 0.555 | 4 | 0.3% |
| 0.828 | 4 | 0.3% |
| 0.874 | 4 | 0.3% |
| 67 | 3 | 0.2% |
| 0.777 | 3 | 0.2% |
| 0.779 | 3 | 0.2% |
| Other values (1056) | 1162 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 0.005564754 | 1 | 0.1% |
| 0.01 | 1 | 0.1% |
| 0.018772686 | 1 | 0.1% |
| 0.03824 | 1 | 0.1% |
| 0.041134715 | 1 | 0.1% |
| 0.04776 | 1 | 0.1% |
| 0.048 | 1 | 0.1% |
| 0.049868666 | 1 | 0.1% |
| 0.04991 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 76.953 | 1 | |
| 76.80458069 | 1 | |
| 75.1 | 1 | |
| 75.00096893 | 1 | |
| 74.7 | 1 | |
| 74.40270996 | 1 | |
| 74.4 | 1 | |
| 74.349 | 1 | |
| 74.10244751 | 1 | |
| 74 | 1 |
Freedom to make life choices
Real number (ℝ)
High correlation
| Distinct | 1010 |
|---|---|
| Distinct (%) | 84.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.55364892 |
| Minimum | 0 |
|---|---|
| Maximum | 0.97499812 |
| Zeros | 6 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.188343 |
| Q1 | 0.40548 |
| median | 0.54604 |
| Q3 | 0.729 |
| 95-th percentile | 0.90557909 |
| Maximum | 0.97499812 |
| Range | 0.97499812 |
| Interquartile range (IQR) | 0.32352 |
Descriptive statistics
| Standard deviation | 0.22110778 |
|---|---|
| Coefficient of variation (CV) | 0.3993646 |
| Kurtosis | -0.60688097 |
| Mean | 0.55364892 |
| Median Absolute Deviation (MAD) | 0.15996 |
| Skewness | -0.11187636 |
| Sum | 666.03965 |
| Variance | 0.04888865 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 6 | 0.5% |
| 0.877 | 5 | 0.4% |
| 0.448 | 4 | 0.3% |
| 0.822 | 4 | 0.3% |
| 0.677 | 4 | 0.3% |
| 0.724 | 4 | 0.3% |
| 0.557 | 4 | 0.3% |
| 0.498 | 3 | 0.2% |
| 0.647 | 3 | 0.2% |
| 0.654 | 3 | 0.2% |
| Other values (1000) | 1163 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 0.00589 | 1 | 0.1% |
| 0.01 | 1 | 0.1% |
| 0.014995855 | 1 | 0.1% |
| 0.016 | 1 | 0.1% |
| 0.025 | 1 | 0.1% |
| 0.026 | 1 | 0.1% |
| 0.030369857 | 1 | 0.1% |
| 0.0432 | 1 | 0.1% |
| 0.05822 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.974998116 | 1 | |
| 0.97 | 1 | |
| 0.961 | 1 | |
| 0.96 | 1 | |
| 0.959704638 | 1 | |
| 0.959 | 1 | |
| 0.958 | 1 | |
| 0.955750287 | 1 | |
| 0.955 | 1 | |
| 0.951444268 | 1 |
Generosity
Real number (ℝ)
High correlation
| Distinct | 922 |
|---|---|
| Distinct (%) | 76.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.13906952 |
| Minimum | -0.30090737 |
|---|---|
| Maximum | 0.83807516 |
| Zeros | 7 |
| Zeros (%) | 0.6% |
| Negative | 216 |
| Negative (%) | 18.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | -0.30090737 |
|---|---|
| 5-th percentile | -0.1499 |
| Q1 | 0.04563467 |
| median | 0.14578497 |
| Q3 | 0.23585444 |
| 95-th percentile | 0.410521 |
| Maximum | 0.83807516 |
| Range | 1.1389825 |
| Interquartile range (IQR) | 0.19021977 |
Descriptive statistics
| Standard deviation | 0.16413231 |
|---|---|
| Coefficient of variation (CV) | 1.1802177 |
| Kurtosis | 0.63674019 |
| Mean | 0.13906952 |
| Median Absolute Deviation (MAD) | 0.094784974 |
| Skewness | 0.082818577 |
| Sum | 167.30063 |
| Variance | 0.026939414 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7 | 0.6% |
| 0.089 | 7 | 0.6% |
| 0.175 | 7 | 0.6% |
| 0.153 | 6 | 0.5% |
| 0.134 | 6 | 0.5% |
| 0.098 | 5 | 0.4% |
| 0.202 | 5 | 0.4% |
| 0.032 | 5 | 0.4% |
| 0.187 | 5 | 0.4% |
| 0.099 | 5 | 0.4% |
| Other values (912) | 1145 |
| Value | Count | Frequency (%) |
| -0.300907373 | 1 | |
| -0.288 | 1 | |
| -0.258 | 1 | |
| -0.254 | 1 | |
| -0.250394493 | 1 | |
| -0.246910349 | 1 | |
| -0.246 | 1 | |
| -0.244 | 1 | |
| -0.240377247 | 1 | |
| -0.240255281 | 1 |
| Value | Count | Frequency (%) |
| 0.838075161 | 1 | |
| 0.81971 | 1 | |
| 0.79588 | 1 | |
| 0.611704588 | 1 | |
| 0.598 | 1 | |
| 0.58696 | 1 | |
| 0.5763 | 1 | |
| 0.574730575 | 1 | |
| 0.57212311 | 1 | |
| 0.566 | 1 |
Perceptions of corruption
Real number (ℝ)
High correlation
| Distinct | 937 |
|---|---|
| Distinct (%) | 78.0% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.32602694 |
| Minimum | 0 |
|---|---|
| Maximum | 0.939 |
| Zeros | 7 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.025016819 |
| Q1 | 0.074265 |
| median | 0.160825 |
| Q3 | 0.66 |
| 95-th percentile | 0.87595 |
| Maximum | 0.939 |
| Range | 0.939 |
| Interquartile range (IQR) | 0.585735 |
Descriptive statistics
| Standard deviation | 0.31201295 |
|---|---|
| Coefficient of variation (CV) | 0.95701587 |
| Kurtosis | -1.0964897 |
| Mean | 0.32602694 |
| Median Absolute Deviation (MAD) | 0.122825 |
| Skewness | 0.741176 |
| Sum | 391.88438 |
| Variance | 0.097352082 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.082 | 9 | 0.7% |
| 0.028 | 8 | 0.7% |
| 0 | 7 | 0.6% |
| 0.034 | 7 | 0.6% |
| 0.064 | 7 | 0.6% |
| 0.074 | 6 | 0.5% |
| 0.055 | 6 | 0.5% |
| 0.056 | 5 | 0.4% |
| 0.089 | 5 | 0.4% |
| 0.078 | 5 | 0.4% |
| Other values (927) | 1137 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 0.001 | 1 | 0.1% |
| 0.00227 | 1 | 0.1% |
| 0.00322 | 1 | 0.1% |
| 0.004 | 1 | 0.1% |
| 0.004387901 | 1 | 0.1% |
| 0.005 | 2 | 0.2% |
| 0.006 | 5 | |
| 0.00615 | 1 | 0.1% |
| 0.00649 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.939 | 1 | |
| 0.938 | 1 | |
| 0.935585141 | 1 | |
| 0.934300244 | 1 | |
| 0.933769107 | 1 | |
| 0.933686554 | 1 | |
| 0.932 | 1 | |
| 0.931 | 1 | |
| 0.929 | 1 | |
| 0.925 | 1 |
Energy Consumer Price Inflation
Real number (ℝ)
High correlation Missing
| Distinct | 1063 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 129 |
| Missing (%) | 10.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4064402 |
| Minimum | -23.879999 |
|---|---|
| Maximum | 306.43167 |
| Zeros | 2 |
| Zeros (%) | 0.2% |
| Negative | 205 |
| Negative (%) | 17.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | -23.879999 |
|---|---|
| 5-th percentile | -3.5798467 |
| Q1 | 0.59668782 |
| median | 2.736892 |
| Q3 | 7.0671115 |
| 95-th percentile | 23.636825 |
| Maximum | 306.43167 |
| Range | 330.31167 |
| Interquartile range (IQR) | 6.4704236 |
Descriptive statistics
| Standard deviation | 16.686408 |
|---|---|
| Coefficient of variation (CV) | 2.6046302 |
| Kurtosis | 117.7548 |
| Mean | 6.4064402 |
| Median Absolute Deviation (MAD) | 2.8017084 |
| Skewness | 8.5684044 |
| Sum | 6880.5168 |
| Variance | 278.4362 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.28 | 2 | 0.2% |
| 3.845757598 | 2 | 0.2% |
| -9.5 | 2 | 0.2% |
| -6.5 | 2 | 0.2% |
| -1.409999967 | 2 | 0.2% |
| 1.649999976 | 2 | 0.2% |
| 0 | 2 | 0.2% |
| 2.7 | 2 | 0.2% |
| 1.08 | 2 | 0.2% |
| 9.88394558 | 2 | 0.2% |
| Other values (1053) | 1054 | |
| (Missing) | 129 | 10.7% |
| Value | Count | Frequency (%) |
| -23.87999916 | 1 | |
| -22.05954498 | 1 | |
| -20.82351047 | 1 | |
| -15.78456276 | 1 | |
| -14.8 | 1 | |
| -11.89491089 | 1 | |
| -10.93382348 | 1 | |
| -10.18999958 | 1 | |
| -9.901313847 | 1 | |
| -9.78123785 | 1 |
| Value | Count | Frequency (%) |
| 306.4316731 | 1 | |
| 180.5260149 | 1 | |
| 126.9034691 | 1 | |
| 115.8300018 | 1 | |
| 115.3806484 | 1 | |
| 110.8838916 | 1 | |
| 105.2143218 | 1 | |
| 97.24654997 | 1 | |
| 90.80807096 | 1 | |
| 71.42795733 | 1 |
Food Consumer Price Inflation
Real number (ℝ)
High correlation Missing
| Distinct | 1113 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 89 |
| Missing (%) | 7.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.036627 |
| Minimum | -22.030001 |
|---|---|
| Maximum | 601.02024 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 117 |
| Negative (%) | 9.7% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | -22.030001 |
|---|---|
| 5-th percentile | -1.0877016 |
| Q1 | 1.2763305 |
| median | 3.7140043 |
| Q3 | 9.2691211 |
| 95-th percentile | 21.245767 |
| Maximum | 601.02024 |
| Range | 623.05024 |
| Interquartile range (IQR) | 7.9927906 |
Descriptive statistics
| Standard deviation | 26.342455 |
|---|---|
| Coefficient of variation (CV) | 3.2777999 |
| Kurtosis | 270.00062 |
| Mean | 8.036627 |
| Median Absolute Deviation (MAD) | 3.0739078 |
| Skewness | 14.470468 |
| Sum | 8952.8025 |
| Variance | 693.92493 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.54 | 2 | 0.2% |
| -0.8399999738 | 1 | 0.1% |
| 1.895358846 | 1 | 0.1% |
| 2.174084663 | 1 | 0.1% |
| -0.6034622192 | 1 | 0.1% |
| -0.05836892501 | 1 | 0.1% |
| 11.86689959 | 1 | 0.1% |
| 10.74305 | 1 | 0.1% |
| -0.207 | 1 | 0.1% |
| 0.7895888686 | 1 | 0.1% |
| Other values (1103) | 1103 | |
| (Missing) | 89 | 7.4% |
| Value | Count | Frequency (%) |
| -22.03000069 | 1 | |
| -10.98999977 | 1 | |
| -6.433373928 | 1 | |
| -5.392762661 | 1 | |
| -5.367840767 | 1 | |
| -4.698972225 | 1 | |
| -4.589584939 | 1 | |
| -4.154223442 | 1 | |
| -4.15 | 1 | |
| -3.796073914 | 1 |
| Value | Count | Frequency (%) |
| 601.0202356 | 1 | |
| 310.68 | 1 | |
| 276.0752887 | 1 | |
| 254.5563895 | 1 | |
| 253.96 | 1 | |
| 149.9670345 | 1 | |
| 144.4401488 | 1 | |
| 105.8 | 1 | |
| 86.12437052 | 1 | |
| 85.64528 | 1 |
GDP deflator Index growth rate
Real number (ℝ)
High correlation Missing
| Distinct | 1187 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 16 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.9423095 |
| Minimum | -26.1 |
|---|---|
| Maximum | 812.24746 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 127 |
| Negative (%) | 10.6% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | -26.1 |
|---|---|
| 5-th percentile | -1.7061326 |
| Q1 | 1.3537373 |
| median | 3.1762093 |
| Q3 | 6.9960206 |
| 95-th percentile | 19.111651 |
| Maximum | 812.24746 |
| Range | 838.34746 |
| Interquartile range (IQR) | 5.6422832 |
Descriptive statistics
| Standard deviation | 31.771016 |
|---|---|
| Coefficient of variation (CV) | 4.5764333 |
| Kurtosis | 434.44007 |
| Mean | 6.9423095 |
| Median Absolute Deviation (MAD) | 2.2988621 |
| Skewness | 19.18483 |
| Sum | 8240.5213 |
| Variance | 1009.3975 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.665090323 | 1 | 0.1% |
| 6.477990178 | 1 | 0.1% |
| 3.328088635 | 1 | 0.1% |
| 3.704900779 | 1 | 0.1% |
| 4.668077687 | 1 | 0.1% |
| 3.59211218 | 1 | 0.1% |
| 4.123860851 | 1 | 0.1% |
| 4.58957999 | 1 | 0.1% |
| 7.588966098 | 1 | 0.1% |
| 5.344951489 | 1 | 0.1% |
| Other values (1177) | 1177 | |
| (Missing) | 16 | 1.3% |
| Value | Count | Frequency (%) |
| -26.1 | 1 | |
| -25.9585743 | 1 | |
| -25.12943741 | 1 | |
| -18.77874769 | 1 | |
| -16.90859566 | 1 | |
| -15.4791652 | 1 | |
| -15.06229768 | 1 | |
| -13.40183317 | 1 | |
| -12.52085062 | 1 | |
| -11.97109726 | 1 |
| Value | Count | Frequency (%) |
| 812.2474628 | 1 | |
| 568.9718616 | 1 | |
| 259.2788732 | 1 | |
| 156.3875185 | 1 | |
| 150.000705 | 1 | |
| 113.2949806 | 1 | |
| 113.0184336 | 1 | |
| 112.264944 | 1 | |
| 110.4000707 | 1 | |
| 95.38140897 | 1 |
Headline Consumer Price Inflation
Real number (ℝ)
High correlation Missing
| Distinct | 1160 |
|---|---|
| Distinct (%) | 98.3% |
| Missing | 23 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.3926012 |
| Minimum | -3.752996 |
|---|---|
| Maximum | 557.21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 95 |
| Negative (%) | 7.9% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | -3.752996 |
|---|---|
| 5-th percentile | -0.501576 |
| Q1 | 1.392791 |
| median | 3.4457291 |
| Q3 | 6.7512514 |
| 95-th percentile | 19.408171 |
| Maximum | 557.21 |
| Range | 560.963 |
| Interquartile range (IQR) | 5.3584604 |
Descriptive statistics
| Standard deviation | 25.370648 |
|---|---|
| Coefficient of variation (CV) | 3.4318972 |
| Kurtosis | 243.38748 |
| Mean | 7.3926012 |
| Median Absolute Deviation (MAD) | 2.4457291 |
| Skewness | 13.77759 |
| Sum | 8723.2694 |
| Variance | 643.66976 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.81 | 3 | 0.2% |
| 0.63 | 3 | 0.2% |
| 1 | 3 | 0.2% |
| 2 | 3 | 0.2% |
| 4.5 | 2 | 0.2% |
| 1.07 | 2 | 0.2% |
| 2.44 | 2 | 0.2% |
| 1.5 | 2 | 0.2% |
| 1.95 | 2 | 0.2% |
| 2.82 | 2 | 0.2% |
| Other values (1150) | 1156 | |
| (Missing) | 23 | 1.9% |
| Value | Count | Frequency (%) |
| -3.752995968 | 1 | |
| -3.23300004 | 1 | |
| -2.894000053 | 1 | |
| -2.81 | 1 | |
| -2.519999981 | 1 | |
| -2.410000086 | 1 | |
| -2.317706293 | 1 | |
| -2.098478556 | 1 | |
| -2.09100008 | 1 | |
| -2.079403179 | 1 |
| Value | Count | Frequency (%) |
| 557.21 | 1 | |
| 379.848999 | 1 | |
| 255.2920074 | 1 | |
| 221.341644 | 1 | |
| 189.4364086 | 1 | |
| 187.867 | 1 | |
| 154.7586773 | 1 | |
| 128.4147077 | 1 | |
| 105.4019823 | 1 | |
| 104.7051706 | 1 |
Official Core Consumer Price Inflation
Real number (ℝ)
High correlation Missing
| Distinct | 713 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 483 |
| Missing (%) | 40.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5172931 |
| Minimum | -28.619415 |
|---|---|
| Maximum | 58.851863 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 47 |
| Negative (%) | 3.9% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | -28.619415 |
|---|---|
| 5-th percentile | -0.12683919 |
| Q1 | 1.0550302 |
| median | 2.2468375 |
| Q3 | 4.6725305 |
| 95-th percentile | 10.854167 |
| Maximum | 58.851863 |
| Range | 87.471278 |
| Interquartile range (IQR) | 3.6175003 |
Descriptive statistics
| Standard deviation | 5.5359305 |
|---|---|
| Coefficient of variation (CV) | 1.5739179 |
| Kurtosis | 36.565144 |
| Mean | 3.5172931 |
| Median Absolute Deviation (MAD) | 1.5868933 |
| Skewness | 3.7410811 |
| Sum | 2532.451 |
| Variance | 30.646526 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.3 | 4 | 0.3% |
| 1.9 | 2 | 0.2% |
| 1.6 | 2 | 0.2% |
| 1.5 | 2 | 0.2% |
| 2.3 | 2 | 0.2% |
| 3.202304363 | 1 | 0.1% |
| 4.70108223 | 1 | 0.1% |
| 12.33791426 | 1 | 0.1% |
| 8.131546122 | 1 | 0.1% |
| 2.608965 | 1 | 0.1% |
| Other values (703) | 703 | |
| (Missing) | 483 |
| Value | Count | Frequency (%) |
| -28.61941528 | 1 | |
| -24.84578514 | 1 | |
| -19.07710648 | 1 | |
| -12.82376003 | 1 | |
| -12.55230141 | 1 | |
| -10.99417591 | 1 | |
| -2.60256958 | 1 | |
| -2.433150053 | 1 | |
| -2.076419115 | 1 | |
| -2.02203368 | 1 |
| Value | Count | Frequency (%) |
| 58.85186307 | 1 | |
| 58.61293781 | 1 | |
| 42.04710672 | 1 | |
| 40.39288712 | 1 | |
| 30.96879915 | 1 | |
| 23.77119637 | 1 | |
| 22.67944716 | 1 | |
| 22.30119705 | 1 | |
| 22.21309853 | 1 | |
| 20.75616458 | 1 |
Producer Price Inflation
Real number (ℝ)
High correlation Missing
| Distinct | 756 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 446 |
| Missing (%) | 37.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.6912134 |
| Minimum | -83.339781 |
|---|---|
| Maximum | 128.47664 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 210 |
| Negative (%) | 17.5% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | -83.339781 |
|---|---|
| 5-th percentile | -4.9417922 |
| Q1 | -0.29602324 |
| median | 2.7292556 |
| Q3 | 8.0534053 |
| 95-th percentile | 28.662938 |
| Maximum | 128.47664 |
| Range | 211.81642 |
| Interquartile range (IQR) | 8.3494285 |
Descriptive statistics
| Standard deviation | 13.384842 |
|---|---|
| Coefficient of variation (CV) | 2.3518434 |
| Kurtosis | 24.041912 |
| Mean | 5.6912134 |
| Median Absolute Deviation (MAD) | 3.6548428 |
| Skewness | 2.8178734 |
| Sum | 4308.2485 |
| Variance | 179.15401 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -0.7567219449 | 2 | 0.2% |
| 8.643110469 | 1 | 0.1% |
| 14.17915058 | 1 | 0.1% |
| 37.75110444 | 1 | 0.1% |
| 51.88188309 | 1 | 0.1% |
| -21.80702733 | 1 | 0.1% |
| -22.67300797 | 1 | 0.1% |
| -2.519125223 | 1 | 0.1% |
| 1.896838188 | 1 | 0.1% |
| 4.870432377 | 1 | 0.1% |
| Other values (746) | 746 | |
| (Missing) | 446 |
| Value | Count | Frequency (%) |
| -83.33978078 | 1 | |
| -37.92599106 | 1 | |
| -31.43005424 | 1 | |
| -30.59172731 | 1 | |
| -30.57964516 | 1 | |
| -24.79999542 | 1 | |
| -22.67300797 | 1 | |
| -22.51490211 | 1 | |
| -21.80702733 | 1 | |
| -20.52078056 | 1 |
| Value | Count | Frequency (%) |
| 128.4766376 | 1 | |
| 128.4736965 | 1 | |
| 73.29973558 | 1 | |
| 69.59897033 | 1 | |
| 61.04710887 | 1 | |
| 60.27334601 | 1 | |
| 59.08549504 | 1 | |
| 58.31078339 | 1 | |
| 56.13898087 | 1 | |
| 54.6558146 | 1 |
Continent
Categorical
Missing
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 44 |
| Missing (%) | 3.7% |
| Memory size | 65.6 KiB |
| Europe | |
|---|---|
| Africa | |
| Asia | |
| North America | |
| South America |
Length
| Max length | 13 |
|---|---|
| Median length | 6 |
| Mean length | 6.7428818 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Asia |
|---|---|
| 2nd row | Asia |
| 3rd row | Asia |
| 4th row | Asia |
| 5th row | Asia |
Common Values
| Value | Count | Frequency (%) |
| Europe | 363 | |
| Africa | 322 | |
| Asia | 261 | |
| North America | 112 | 9.3% |
| South America | 83 | 6.9% |
| Oceania | 18 | 1.5% |
| (Missing) | 44 | 3.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| europe | 363 | |
| africa | 322 | |
| asia | 261 | |
| america | 195 | |
| north | 112 | 8.3% |
| south | 83 | 6.1% |
| oceania | 18 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 992 | |
| a | 814 | |
| i | 796 | |
| A | 778 | |
| e | 576 | 7.4% |
| o | 558 | 7.1% |
| c | 535 | 6.8% |
| u | 446 | 5.7% |
| E | 363 | 4.6% |
| p | 363 | 4.6% |
| Other values (10) | 1594 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7815 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 992 | |
| a | 814 | |
| i | 796 | |
| A | 778 | |
| e | 576 | 7.4% |
| o | 558 | 7.1% |
| c | 535 | 6.8% |
| u | 446 | 5.7% |
| E | 363 | 4.6% |
| p | 363 | 4.6% |
| Other values (10) | 1594 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7815 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 992 | |
| a | 814 | |
| i | 796 | |
| A | 778 | |
| e | 576 | 7.4% |
| o | 558 | 7.1% |
| c | 535 | 6.8% |
| u | 446 | 5.7% |
| E | 363 | 4.6% |
| p | 363 | 4.6% |
| Other values (10) | 1594 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7815 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 992 | |
| a | 814 | |
| i | 796 | |
| A | 778 | |
| e | 576 | 7.4% |
| o | 558 | 7.1% |
| c | 535 | 6.8% |
| u | 446 | 5.7% |
| E | 363 | 4.6% |
| p | 363 | 4.6% |
| Other values (10) | 1594 |
Interactions
Correlations
| Continent | Energy Consumer Price Inflation | Food Consumer Price Inflation | Freedom to make life choices | GDP deflator Index growth rate | GDP per Capita | Generosity | Headline Consumer Price Inflation | Healthy life expectancy at birth | Official Core Consumer Price Inflation | Perceptions of corruption | Producer Price Inflation | Rank | Score | Social support | Year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Continent | 1.000 | 0.069 | 0.075 | 0.193 | 0.000 | 0.274 | 0.143 | 0.000 | 0.226 | 0.096 | 0.195 | 0.096 | 0.379 | 0.380 | 0.226 | 0.000 |
| Energy Consumer Price Inflation | 0.069 | 1.000 | 0.446 | -0.030 | 0.486 | 0.048 | 0.006 | 0.648 | -0.147 | 0.483 | -0.003 | 0.588 | 0.144 | -0.144 | -0.064 | 0.225 |
| Food Consumer Price Inflation | 0.075 | 0.446 | 1.000 | 0.092 | 0.619 | 0.033 | -0.128 | 0.860 | -0.054 | 0.744 | 0.124 | 0.479 | 0.219 | -0.215 | -0.235 | 0.368 |
| Freedom to make life choices | 0.193 | -0.030 | 0.092 | 1.000 | 0.034 | 0.575 | -0.356 | 0.017 | 0.763 | 0.070 | 0.737 | 0.075 | -0.389 | 0.397 | -0.122 | 0.601 |
| GDP deflator Index growth rate | 0.000 | 0.486 | 0.619 | 0.034 | 1.000 | 0.054 | -0.072 | 0.698 | -0.075 | 0.655 | 0.065 | 0.650 | 0.175 | -0.173 | -0.125 | 0.272 |
| GDP per Capita | 0.274 | 0.048 | 0.033 | 0.575 | 0.054 | 1.000 | -0.338 | -0.012 | 0.687 | 0.078 | 0.462 | 0.187 | -0.552 | 0.550 | 0.107 | 0.568 |
| Generosity | 0.143 | 0.006 | -0.128 | -0.356 | -0.072 | -0.338 | 1.000 | -0.077 | -0.519 | -0.152 | -0.421 | -0.136 | -0.050 | 0.045 | 0.291 | -0.521 |
| Headline Consumer Price Inflation | 0.000 | 0.648 | 0.860 | 0.017 | 0.698 | -0.012 | -0.077 | 1.000 | -0.155 | 0.878 | 0.062 | 0.650 | 0.272 | -0.270 | -0.215 | 0.327 |
| Healthy life expectancy at birth | 0.226 | -0.147 | -0.054 | 0.763 | -0.075 | 0.687 | -0.519 | -0.155 | 1.000 | -0.147 | 0.685 | -0.142 | -0.465 | 0.469 | -0.047 | 0.552 |
| Official Core Consumer Price Inflation | 0.096 | 0.483 | 0.744 | 0.070 | 0.655 | 0.078 | -0.152 | 0.878 | -0.147 | 1.000 | 0.077 | 0.446 | 0.183 | -0.176 | -0.169 | 0.365 |
| Perceptions of corruption | 0.195 | -0.003 | 0.124 | 0.737 | 0.065 | 0.462 | -0.421 | 0.062 | 0.685 | 0.077 | 1.000 | 0.039 | -0.149 | 0.158 | -0.333 | 0.515 |
| Producer Price Inflation | 0.096 | 0.588 | 0.479 | 0.075 | 0.650 | 0.187 | -0.136 | 0.650 | -0.142 | 0.446 | 0.039 | 1.000 | 0.112 | -0.103 | -0.013 | 0.396 |
| Rank | 0.379 | 0.144 | 0.219 | -0.389 | 0.175 | -0.552 | -0.050 | 0.272 | -0.465 | 0.183 | -0.149 | 0.112 | 1.000 | -0.997 | -0.563 | -0.069 |
| Score | 0.380 | -0.144 | -0.215 | 0.397 | -0.173 | 0.550 | 0.045 | -0.270 | 0.469 | -0.176 | 0.158 | -0.103 | -0.997 | 1.000 | 0.554 | 0.077 |
| Social support | 0.226 | -0.064 | -0.235 | -0.122 | -0.125 | 0.107 | 0.291 | -0.215 | -0.047 | -0.169 | -0.333 | -0.013 | -0.563 | 0.554 | 1.000 | -0.259 |
| Year | 0.000 | 0.225 | 0.368 | 0.601 | 0.272 | 0.568 | -0.521 | 0.327 | 0.552 | 0.365 | 0.515 | 0.396 | -0.069 | 0.077 | -0.259 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| Country | Year | Rank | Score | GDP per Capita | Social support | Healthy life expectancy at birth | Freedom to make life choices | Generosity | Perceptions of corruption | Energy Consumer Price Inflation | Food Consumer Price Inflation | GDP deflator Index growth rate | Headline Consumer Price Inflation | Official Core Consumer Price Inflation | Producer Price Inflation | Continent | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Afghanistan | 2015 | 153 | 3.5750 | 0.319820 | 0.302850 | 0.303350 | 0.234140 | 0.365100 | 0.097190 | -4.250000 | -0.840000 | 2.665090 | -0.660000 | 0.219999 | NaN | Asia |
| 1 | Afghanistan | 2016 | 154 | 3.3600 | 0.382270 | 0.110370 | 0.173440 | 0.164300 | 0.312680 | 0.071120 | 2.070000 | 5.670000 | -2.409509 | 4.380000 | 5.192760 | NaN | Asia |
| 2 | Afghanistan | 2017 | 141 | 3.7940 | 0.401477 | 0.581543 | 0.180747 | 0.106180 | 0.311871 | 0.061158 | 4.440000 | 6.940000 | 2.404000 | 4.976000 | 5.423228 | NaN | Asia |
| 3 | Afghanistan | 2018 | 145 | 3.6320 | 0.332000 | 0.537000 | 0.255000 | 0.085000 | 0.191000 | 0.036000 | 1.474185 | -1.045952 | 2.071208 | 0.630000 | -0.126033 | NaN | Asia |
| 4 | Afghanistan | 2019 | 154 | 3.2030 | 0.350000 | 0.517000 | 0.361000 | 0.000000 | 0.158000 | 0.025000 | -2.494359 | 3.794770 | 6.520928 | 2.302000 | NaN | NaN | Asia |
| 5 | Afghanistan | 2020 | 153 | 2.5669 | 0.300706 | 0.470367 | 52.590000 | 0.396573 | -0.096429 | 0.933687 | NaN | 5.829005 | 5.307120 | 5.443000 | NaN | NaN | Asia |
| 6 | Afghanistan | 2021 | 149 | 2.5230 | 7.695000 | 0.463000 | 52.493000 | 0.382000 | -0.102000 | 0.924000 | NaN | NaN | 0.524517 | 5.062000 | NaN | NaN | Asia |
| 7 | Afghanistan | 2022 | 146 | 2.4040 | 0.758000 | 0.000000 | 0.289000 | 0.000000 | 0.089000 | 0.005000 | NaN | NaN | 5.475071 | 10.600000 | NaN | NaN | Asia |
| 8 | Afghanistan | 2023 | 137 | 1.8590 | 7.324000 | 0.341000 | 54.712000 | 0.382000 | -0.081000 | 0.847000 | NaN | NaN | NaN | NaN | NaN | NaN | Asia |
| 9 | Albania | 2015 | 95 | 4.9590 | 0.878670 | 0.804340 | 0.813250 | 0.357330 | 0.142720 | 0.064130 | -0.520000 | 4.319489 | 0.564278 | 1.910179 | -0.156957 | NaN | Europe |
| Country | Year | Rank | Score | GDP per Capita | Social support | Healthy life expectancy at birth | Freedom to make life choices | Generosity | Perceptions of corruption | Energy Consumer Price Inflation | Food Consumer Price Inflation | GDP deflator Index growth rate | Headline Consumer Price Inflation | Official Core Consumer Price Inflation | Producer Price Inflation | Continent | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1193 | Zambia | 2023 | 128 | 3.9820 | 8.074000 | 0.694000 | 55.032000 | 0.791000 | 0.098000 | 0.818000 | 7.893496 | 12.439130 | 6.671777 | 10.953000 | NaN | NaN | Africa |
| 1194 | Zimbabwe | 2015 | 115 | 4.6100 | 0.271000 | 1.032760 | 0.334750 | 0.258610 | 0.189870 | 0.080790 | -2.560000 | -3.340000 | 0.607814 | -2.410000 | NaN | NaN | Africa |
| 1195 | Zimbabwe | 2016 | 131 | 4.1930 | 0.350410 | 0.714780 | 0.159500 | 0.254290 | 0.185030 | 0.085820 | -2.430000 | -3.260000 | 2.160993 | -1.566000 | NaN | NaN | Africa |
| 1196 | Zimbabwe | 2017 | 138 | 3.8750 | 0.375847 | 1.083096 | 0.196764 | 0.336384 | 0.189143 | 0.095375 | -1.410000 | 2.500000 | 2.442946 | 0.907000 | NaN | NaN | Africa |
| 1197 | Zimbabwe | 2018 | 144 | 3.6920 | 0.357000 | 1.094000 | 0.248000 | 0.406000 | 0.132000 | 0.099000 | 0.994290 | 14.589943 | 5.220227 | 10.610000 | NaN | NaN | Africa |
| 1198 | Zimbabwe | 2019 | 146 | 3.6630 | 0.366000 | 1.114000 | 0.433000 | 0.361000 | 0.151000 | 0.089000 | 90.808071 | 86.124371 | -4.035235 | 255.292007 | NaN | NaN | Africa |
| 1199 | Zimbabwe | 2020 | 151 | 3.2992 | 0.425564 | 0.763093 | 55.617260 | 0.711458 | -0.072064 | 0.810237 | 306.431673 | 601.020236 | 568.971862 | 557.210000 | NaN | NaN | Africa |
| 1200 | Zimbabwe | 2021 | 148 | 3.1450 | 7.943000 | 0.750000 | 56.201000 | 0.677000 | -0.047000 | 0.821000 | 69.820000 | 105.800000 | 113.294981 | 98.546000 | NaN | NaN | Africa |
| 1201 | Zimbabwe | 2022 | 144 | 2.9950 | 0.947000 | 0.690000 | 0.270000 | 0.329000 | 0.106000 | 0.105000 | 97.246550 | 149.967034 | 113.018434 | 104.705171 | NaN | NaN | Africa |
| 1202 | Zimbabwe | 2023 | 134 | 3.2040 | 7.641000 | 0.690000 | 54.050000 | 0.654000 | -0.046000 | 0.766000 | 115.380648 | NaN | 812.247463 | 105.401982 | NaN | NaN | Africa |